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Knapsack - TOPSIS Technique for Vertical Handover in Heterogeneous Wireless Network

机译:背包-异构无线网络中垂直切换的TOPSIS技术

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摘要

In a heterogeneous wireless network, handover techniques are designed to facilitate anywhere/anytime service continuity for mobile users. Consistent best-possible access to a network with widely varying network characteristics requires seamless mobility management techniques. Hence, the vertical handover process imposes important technical challenges. Handover decisions are triggered for continuous connectivity of mobile terminals. However, bad network selection and overload conditions in the chosen network can cause fallout in the form of handover failure. In order to maintain the required Quality of Service during the handover process, decision algorithms should incorporate intelligent techniques. In this paper, a new and efficient vertical handover mechanism is implemented using a dynamic programming method from the operation research discipline. This dynamic programming approach, which is integrated with the Technique to Order Preference by Similarity to Ideal Solution (TOPSIS) method, provides the mobile user with the best handover decisions. Moreover, in this proposed handover algorithm a deterministic approach which divides the network into zones is incorporated into the network server in order to derive an optimal solution. The study revealed that this method is found to achieve better performance and QoS support to users and greatly reduce the handover failures when compared to the traditional TOPSIS method. The decision arrived at the zone gateway using this operational research analytical method (known as the dynamic programming knapsack approach together with Technique to Order Preference by Similarity to Ideal Solution) yields remarkably better results in terms of the network performance measures such as throughput and delay.
机译:在异构无线网络中,切换技术被设计为促进移动用户的随时随地服务连续性。对具有广泛变化的网络特性的网络的最佳可能的一致访问需要无缝的移动性管理技术。因此,垂直切换过程施加了重要的技术挑战。触发切换决定以实现移动终端的连续连接。但是,不良的网络选择和所选网络中的过载条件会导致以切换失败的形式出现故障。为了在切换过程中维持所需的服务质量,决策算法应采用智能技术。本文采用运筹学领域的动态规划方法,实现了一种新的高效的垂直切换机制。这种动态编程方法与“通过类似于理想解决方案的优先顺序排序技术”(TOPSIS)方法集成在一起,为移动用户提供了最佳的切换决策。此外,在该提出的切换算法中,将网络划分为区域的确定性方法被并入网络服务器中,以便得出最佳解决方案。研究表明,与传统的TOPSIS方法相比,该方法可为用户提供更好的性能和QoS支持,并大大减少切换失败。使用这种运筹学分析方法(称为动态编程背包方法以及与理想解决方案相似的顺序优先技术)到达区域网关时,就网络性能指标(例如吞吐量和延迟)而言,结果明显更好。

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